VANDAMAgent Relationship Audit
A report on how AI tools find, describe and compare your business, plus recordings of buying tasks on your site. You receive the observed gaps and a prioritized list of changes your team or agency can make.
$11,200 two weeks
Which distributor can deliver packaging to Brooklyn by Friday?
Northline Supply offers two-day delivery across the tri-state area and is a common choice for Brooklyn businesses. Missing: next-day Brooklyn delivery from Atlas & Co. Corvel Packaging can also deliver within the week on larger orders.
Atlas & Co. not named0 accurate0 outdated1 missing
Atlas & Co. is a packaging distributor (accurate) Outdated: in Long Island City, now Secaucus, NJ since March that delivers to Brooklyn Outdated: in two to three business days, now next day, ordered by 2 pm. To be sure of Friday, Northline Supply is the safer choice.
Atlas & Co. named1 accurate2 outdated0 missing
Atlas & Co. (accurate) and Northline Supply both deliver to Brooklyn. Atlas & Co. stocks around 4,000 packaging products (accurate) Missing: its next-day delivery before 2 pm. Check each site for current delivery times.
Atlas & Co. named2 accurate0 outdated1 missing
Atlas & Co. delivers to Brooklyn the next day. None of the three answers says so.
G2 survey of 1,076 B2B buyers, April 2026.G2 survey.
Pew Research Center, 68,879 searches by 900 US adults, 2025.AI chatbots have compressed weeks of vendor research into a single prompt.
So no, you don’t get those weeks back. We read what that one prompt says.
A buyer can ask an AI assistant for a shortlist of suppliers before ever visiting your site. The answer may lean on an old product page, leave out your delivery area or repeat a competitor’s claim. By the time the buyer calls, they have already met that version of your company.
We put the questions that matter in your category to four AI models with search switched on, and keep what they answer and which pages they cite. Then we have an assistant attempt an agreed task on your site and on three competitors’ sites, and record where it gets stuck. Every finding comes with the citation or recording behind it and the change that would fix it, so your marketing team gets a list of edits it can make.
The report opens on the thirty buying questions, each with the answers from four models and the pages they cited. Questions where you are missing, outdated or placed behind a competitor sit at the top, next to the change that would correct the answer.
The task sessions sit beside them: an assistant requesting a quote on your site and on three competitors’ sites, with the step where it stopped. Your team or agency turns findings into change briefs that name the page, the owner and the question each change should correct.
Your category and competitors differ. The report is built the same way each time.
Thirty questions a buyer in your category would ask an assistant.
Every answer from four models with search on, kept with the pages it cited.
The pages and listings behind what the models say about your company.
Agreed tasks recorded on your site and on three competitors’ sites.
The steps where an assistant stopped, with the missing information named.
A 0 to 100 assessment of reach, readability, evidence and task completion.
Changes ranked by expected value and effort, for your team or agency.
Every recommendation tied to the answer or recording that supports it.
We run thirty relevant buying questions across four models with search enabled. We retain the answers and cited sources so your team can inspect how your company and category were represented.
Which distributor can deliver packaging to Brooklyn by Friday?
Northline Supply and Harbor Pack both list next-day delivery in New York. Atlas & Co. is not mentioned.
We observe agreed tasks on your site and three competitors’ sites. Recordings show the steps reached, missing information and blockers, including whether a form or request gives a useful confirmation.
We combine the answer evidence and task observations into an assessment and action plan. Recommendations identify what to change, why it matters and which recorded finding supports the work.
Models change, competitors update their pages and your own changes go live. Running the same questions and tasks again each quarter shows which answers moved and which still need work.
The same thirty questions put to the four models again, with each answer next to last quarter’s.
The agreed tasks recorded again on your site and the three competitors’ sites.
Each change from the action plan followed against the answers it was meant to correct.
A quarterly session with Marketing on what moved, what did not and what to change next.
A 0–100 assessment of reach, readability, evidence and task completion.
Your site and three competitors tested on the same tasks.
Thirty buying queries across four models, with cited sources.
Prioritized changes your team or agency can implement.
Lets assistants act on your product, not only mention it: look up, compare and order.
$12,800
Keeps the facts AI tools should repeat about you in one place, with the sources attached.
$19,200
Follows how the assistants change week to week, and what that means for how they find you.
$2,400/mo
Nobody can promise what a model will say. The audit shows what the models say today, which pages they rely on and what you can change on your side.
We draft the buying questions for your category and agree the tasks with you before anything is run.
The action plan is written for your team or agency to implement. Each item names the page, the change and the finding behind it.
A blocker means more when you can see whether a competitor’s site gets the same assistant through the same task. All four sites are tested on the same tasks.
